Why Product Teams Replace Reforge Insights with Bagel AI
When product teams switch from Reforge Insights to Bagel AI, they stop tracking patterns and start deciding. Bagel AI connects every signal to business context so instead of just knowing what users are saying, you know what is at risk, what to prioritize, and how product work drives revenue, retention, or expansion.
When Feedback Needs More Than Patterns
Know What to Build, Not Just What Was Said
Reforge shows what users are talking about. Bagel AI connects each request to revenue risk, pipeline value, or churn potential so you know which problems actually matter to the business.
Cut the Noise, Keep the Signal
Bagel’s AI reads every piece of feedback, tags it automatically, and ranks it by business impact. No trend summaries. No guesswork. Just the signal that actually matters.
Context Without the Chasing
See revenue potential, customer voice, and delivery status in one view. Bagel links every request to real data so you do not need to check multiple docs, dashboards, or tabs.
Use the Tools You Already Work In
No switching platforms. No new habits. Bagel AI brings the business context into Jira, Salesforce, and Slack. Insight shows up where the decision gets made.
Everyone Sees the Same Picture
Bagel AI connects product and GTM teams around shared signals so sales, success, and product are aligned around the same priorities and the same outcomes.
How Bagel AI Goes Beyond Reforge Insights
Your data is safe with us
Bagel AI ensures top-tier security and compliance, protecting your feedback, roadmaps, and outcomes while seamlessly integrating with your tools. Focus on impact with confidence.
From Feedback Noise to Revenue-Ready Roadmaps
Most tools stop at summarizing feedback. Bagel AI ties every request to revenue, churn risk, and customer impact then turns it into prioritized action your team can deliver now.
Your tools. Your workflows.
Smarter With AI.
Disconnected tools stall growth. Bagel AI transforms unstructured feedback into actionable insights, embedding seamlessly into GTM workflows and tools – so every signal turns into action with minimal effort.
Some good words from our customers
“Bagel AI helps us uncover blind spotsblind spots bringing evidence from different channels (sales calls, support teams etc.) making our product decisions sharper and more aligned with growth.”
“Bagel AI has been a crucial tool for us in turning GTM team feedbackturning GTM team feedback into quantifiable insights. It provides clear evidence to justify investment in new features, ensuring we make informed, high-impact product decisions.”
“Bagel AI is unmatched in the industry! The bespoke model built for HoneyBook helped us prioritize the most impactful featuresprioritize the most impactful features cutting through the noise of our large user base. Highly recommended!”
“Completes the long-time missing part between revenue, product and the customer. It is a product market fit pulseproduct market fit pulse on autopilot”
Feedback doesn’t die!
It just gets buried in sales calls, support tickets, and someone’s “follow-up” tab in the CRM.
Bagel AI connects the dots before it’s too late
Ready to see Bagel AI in action?
Connect the dots between feedback, roadmaps, and business wins. 
Let Bagel AI show you how feedback drives impact.
FAQ – You ask, we answer
Bagel AI goes beyond identifying feedback trends. It connects every product request to real business impact: revenue, churn risk, deal blockers, or expansion opportunities. Instead of surfacing general patterns, Bagel tells you what to build, why it matters, and how it affects the bottom line.
Reforge uses general-purpose AI models to group feedback into themes. Bagel builds a dedicated AI model for each customer, trained on your CRM, GTM structure, and product data. This means higher accuracy, better context, and insights that reflect your actual business priorities.
No. While product teams use Bagel AI every day, the platform is built to support Sales, Customer Success, Support, and RevOps too. Everyone sees the same product signals tied to revenue, so your entire org can prioritize based on business value, not gut feel.
Yes. Bagel AI connects directly with Jira, Salesforce, Zendesk, Slack, Gong, Intercom, and more. You do not need to switch tools or check another dashboard. Bagel brings insight into the systems your team already uses to plan, sell, and support.
Bagel AI is headquartered in the United States and supports teams across North America, Europe, APAC, and LATAM. The platform works across time zones, languages, and GTM structures so distributed product and GTM teams stay aligned no matter where they sit.
Yes. Bagel AI meets the standards of enterprise-grade security and privacy. It supports SSO, data residency preferences, role-based permissions, and full audit trails. For compliance or procurement reviews, our team provides documentation on request.
Teams that need to connect product decisions to business outcomes like ARR, retention, or deal velocity choose Bagel over Reforge. That includes fast-growing SaaS companies, enterprise platforms, PLG teams with monetization gaps, and product leaders tired of guessing what to build next.
